Chapter

The Interactive Activation Model of Letter Perception
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43:02 - 51:00 (07:58)

The interactive activation model of letter perception is a model that uses neuron-like processing units to connect the different features, letters, and words in a sentence, ultimately allowing them to be correctly recognized by the brain.

Clips
The interactive activation model of letter perception, created by Rommel Hart and his colleague, Dr. McClelland, is a set of neuron-like processing units that can construct line segment features, letters, and words out of pixel-level inputs with connections, weights and a bottom-up feature.
43:02 - 51:00 (07:58)
listen on Spotify
Neural Networks
Summary

The interactive activation model of letter perception, created by Rommel Hart and his colleague, Dr. McClelland, is a set of neuron-like processing units that can construct line segment features, letters, and words out of pixel-level inputs with connections, weights and a bottom-up feature. Understanding the model, means you begin to understand how the mind and brain construct words from letters, and how these computations are carried out at a neural level.

Chapter
The Interactive Activation Model of Letter Perception
Episode
#222 – Jay McClelland: Neural Networks and the Emergence of Cognition
Podcast
Lex Fridman Podcast